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data/retrieval_battle-8d38bb89-1e1a-471a-8b9e-35c1f784690e.jsonl CHANGED
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  {"tstamp": 1722376451.5794, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "f7cc9ad8b0bf467fa4657a9e6cf10661", "0_model_name": "nomic-ai/nomic-embed-text-v1.5", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nBy 1220, the Kingdom of Zimbabwe eclipsed Mapungubwe. This Shona state further refined and expanded upon Mapungubwe's stone architecture. From 1450 to 1760, the Kingdom of Mutapa ruled much of the area of present-day Zimbabwe, plus parts of central Mozambique. It is known by many names including the Mutapa Empire, also known as Mwene Mutapa or Monomotapa as well as \"Munhumutapa\", and was renowned for its strategic trade routes with the Arabs and Portugal. The Portuguese sought to monopolise this influence and began a series of wars which left the empire in near collapse in the early 17th century.\nAs a direct response to increased European presence in the interior a new Shona state emerged, known as the Rozwi Empire. Relying on centuries of military, political and religious development, the Rozwi (meaning \"destroyers\") expelled the Portuguese from the Zimbabwean plateau in 1683. Around 1821 the Zulu general Mzilikazi of the Khumalo clan successfully rebelled against King Shaka and established his own clan, the Ndebele. The Ndebele fought their way northwards into the Transvaal, leaving a trail of destruction in their wake and beginning an era of widespread devastation known as the Mfecane. When Dutch trekboers converged on the Transvaal in 1836, they drove the tribe even further northward, with the assistance of Tswana Barolong warriors and Griqua commandos. By 1838 the Ndebele had conquered the Rozwi Empire, along with the other smaller Shona states, and reduced them to vassaldom."]], "0_corpus": "wikipedia", "1_conv_id": "1d1bd555b0b34cc9b7a82e6d714817bd", "1_model_name": "Alibaba-NLP/gte-Qwen2-7B-instruct", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "1_corpus": "wikipedia"}
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  {"tstamp": 1722376460.5473, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "3c8a57d404cf40cdba9abe228de13a31", "0_model_name": "intfloat/e5-mistral-7b-instruct", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "0_corpus": "wikipedia", "1_conv_id": "6bf71c0b3e824c80b9664479531577c5", "1_model_name": "BAAI/bge-large-en-v1.5", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "1_corpus": "wikipedia"}
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  {"tstamp": 1722376469.8657, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "e1b3df376a404d4aa80430ef73cc4996", "0_model_name": "mixedbread-ai/mxbai-embed-large-v1", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "0_corpus": "wikipedia", "1_conv_id": "894fded54c5d4565a77a64a5c139d079", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nZimbabwe (; ), officially the Republic of Zimbabwe, is a landlocked country in Southern Africa, between the Zambezi and Limpopo Rivers, bordered by South Africa to the south, Botswana to the southwest, Zambia to the north, and Mozambique to the east. The capital and largest city is Harare, and the second largest is Bulawayo.\nA country of roughly 15 million people as per 2022 census, Zimbabwe's largest ethnic group are the Shona, who make up 80% of the population, followed by the Northern Ndebele and other smaller minorities. Zimbabwe has 16 official languages, with English, Shona, and Ndebele the most common. Zimbabwe is a member of the United Nations, the Southern African Development Community, the African Union, and the Common Market for Eastern and Southern Africa."]], "1_corpus": "wikipedia"}
 
 
 
 
 
 
 
 
 
 
 
88
  {"tstamp": 1722376451.5794, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "f7cc9ad8b0bf467fa4657a9e6cf10661", "0_model_name": "nomic-ai/nomic-embed-text-v1.5", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nBy 1220, the Kingdom of Zimbabwe eclipsed Mapungubwe. This Shona state further refined and expanded upon Mapungubwe's stone architecture. From 1450 to 1760, the Kingdom of Mutapa ruled much of the area of present-day Zimbabwe, plus parts of central Mozambique. It is known by many names including the Mutapa Empire, also known as Mwene Mutapa or Monomotapa as well as \"Munhumutapa\", and was renowned for its strategic trade routes with the Arabs and Portugal. The Portuguese sought to monopolise this influence and began a series of wars which left the empire in near collapse in the early 17th century.\nAs a direct response to increased European presence in the interior a new Shona state emerged, known as the Rozwi Empire. Relying on centuries of military, political and religious development, the Rozwi (meaning \"destroyers\") expelled the Portuguese from the Zimbabwean plateau in 1683. Around 1821 the Zulu general Mzilikazi of the Khumalo clan successfully rebelled against King Shaka and established his own clan, the Ndebele. The Ndebele fought their way northwards into the Transvaal, leaving a trail of destruction in their wake and beginning an era of widespread devastation known as the Mfecane. When Dutch trekboers converged on the Transvaal in 1836, they drove the tribe even further northward, with the assistance of Tswana Barolong warriors and Griqua commandos. By 1838 the Ndebele had conquered the Rozwi Empire, along with the other smaller Shona states, and reduced them to vassaldom."]], "0_corpus": "wikipedia", "1_conv_id": "1d1bd555b0b34cc9b7a82e6d714817bd", "1_model_name": "Alibaba-NLP/gte-Qwen2-7B-instruct", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "1_corpus": "wikipedia"}
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  {"tstamp": 1722376460.5473, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "3c8a57d404cf40cdba9abe228de13a31", "0_model_name": "intfloat/e5-mistral-7b-instruct", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "0_corpus": "wikipedia", "1_conv_id": "6bf71c0b3e824c80b9664479531577c5", "1_model_name": "BAAI/bge-large-en-v1.5", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "1_corpus": "wikipedia"}
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  {"tstamp": 1722376469.8657, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "e1b3df376a404d4aa80430ef73cc4996", "0_model_name": "mixedbread-ai/mxbai-embed-large-v1", "0_prompt": "What is the capital of zimbabwe?", "0_output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "0_corpus": "wikipedia", "1_conv_id": "894fded54c5d4565a77a64a5c139d079", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "What is the capital of zimbabwe?", "1_output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nZimbabwe (; ), officially the Republic of Zimbabwe, is a landlocked country in Southern Africa, between the Zambezi and Limpopo Rivers, bordered by South Africa to the south, Botswana to the southwest, Zambia to the north, and Mozambique to the east. The capital and largest city is Harare, and the second largest is Bulawayo.\nA country of roughly 15 million people as per 2022 census, Zimbabwe's largest ethnic group are the Shona, who make up 80% of the population, followed by the Northern Ndebele and other smaller minorities. Zimbabwe has 16 official languages, with English, Shona, and Ndebele the most common. Zimbabwe is a member of the United Nations, the Southern African Development Community, the African Union, and the Common Market for Eastern and Southern Africa."]], "1_corpus": "wikipedia"}
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+ {"tstamp": 1722376818.0108, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "107b327c4df74d93ad32541289849cf8", "0_model_name": "BM25", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "0_corpus": "stackexchange", "1_conv_id": "bac17b646b44434d8c8224a47caf5180", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "1_corpus": "stackexchange"}
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+ {"tstamp": 1722376860.1347, "task_type": "retrieval", "type": "rightvote", "models": ["", ""], "ip": "", "0_conv_id": "4a0e35d6d7554939a22f77631664af60", "0_model_name": "sentence-transformers/all-MiniLM-L6-v2", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "0_corpus": "stackexchange", "1_conv_id": "cf16cf5192b248c1892d116fc3cd1bcc", "1_model_name": "BM25", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "1_corpus": "stackexchange"}
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+ {"tstamp": 1722376883.0367, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "2aafe90a91cd4d97b237af09d6db99fe", "0_model_name": "GritLM/GritLM-7B", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What does `if name == \"__main__\"` mean in Python? \nPossible Duplicate:\nWhat does <if name==“main”:> do? \n\nI have wrote scripts in Python for quite a while now and I study more of Python as I need it. When reading other people's code I meet if name == \"__main__\": construct quite often. \nWhat is it good for?\n\nA: Basically, \nThere's a distinction between the \"main\" script file and external files which were imported or referenced in another way. If the script is the \"main\" script then the special variable __name__ will equal \"__main__\".\nYou can use this to protect the \"execution\" code from the classes and variables the script has. This enables you to import a script and use classes and variables without actually running that script's main code if it has any.\nSee also: What does if name == “main”: do?\n"]], "0_corpus": "stackexchange", "1_conv_id": "f7c0da3f170f4683a6217b195cfe5e92", "1_model_name": "BAAI/bge-large-en-v1.5", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "1_corpus": "stackexchange"}
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+ {"tstamp": 1722376899.0231, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "e162c0b422264673928c14495fe1a84f", "0_model_name": "intfloat/multilingual-e5-large-instruct", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What's the point of a main function and/or __name__ == \"__main__\" check in Python? I occasionally notice something like the following in Python scripts:\nif __name__ == \"__main__\":\n # do stuff like call main()\n\nWhat's the point of this?\n\nA: This allows a python script to be imported or run standalone is a sane way.\nIf you run a python file directly, the __name__ variable will contain __main__. If you import the script that will not be the case. Normally, if you import the script you want to call functions or reference classes from the file.\nIf you did not have this check, any code that was not in a class or function would run when you import.\n"]], "0_corpus": "stackexchange", "1_conv_id": "07706271ad284a1da677246e9d609647", "1_model_name": "sentence-transformers/all-MiniLM-L6-v2", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "1_corpus": "stackexchange"}
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+ {"tstamp": 1722376913.558, "task_type": "retrieval", "type": "bothbadvote", "models": ["", ""], "ip": "", "0_conv_id": "917c2fc44ca747a1b9bcb6be4a733b23", "0_model_name": "sentence-transformers/all-MiniLM-L6-v2", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "0_corpus": "stackexchange", "1_conv_id": "908b6c7b79db464c9b56a3060ebd88f6", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "1_corpus": "stackexchange"}
96
+ {"tstamp": 1722376950.1868, "task_type": "retrieval", "type": "bothbadvote", "models": ["", ""], "ip": "", "0_conv_id": "bbf4c16816c745a1958d8f2677fb8d15", "0_model_name": "nomic-ai/nomic-embed-text-v1.5", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "0_corpus": "stackexchange", "1_conv_id": "5678ed18dbe24ccfa2041593c0475e4a", "1_model_name": "jinaai/jina-embeddings-v2-base-en", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "1_corpus": "stackexchange"}
97
+ {"tstamp": 1722376961.0605, "task_type": "retrieval", "type": "bothbadvote", "models": ["", ""], "ip": "", "0_conv_id": "a33c52a0d8eb4a13b2994f3fb900d303", "0_model_name": "jinaai/jina-embeddings-v2-base-en", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "0_corpus": "stackexchange", "1_conv_id": "7c16662270ba4b2bb5c2bb175f3f7e22", "1_model_name": "nomic-ai/nomic-embed-text-v1.5", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "1_corpus": "stackexchange"}
98
+ {"tstamp": 1722376975.2919, "task_type": "retrieval", "type": "tievote", "models": ["", ""], "ip": "", "0_conv_id": "da0075c1961e4b8ebf9ae2ddb477945b", "0_model_name": "mixedbread-ai/mxbai-embed-large-v1", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "0_corpus": "stackexchange", "1_conv_id": "c8fcde1158a34159a47f96dd0d875975", "1_model_name": "BAAI/bge-large-en-v1.5", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "1_corpus": "stackexchange"}
99
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100
+ {"tstamp": 1722377013.7724, "task_type": "retrieval", "type": "leftvote", "models": ["", ""], "ip": "", "0_conv_id": "b2c3c98e7b134fd0a6a35908ff74cead", "0_model_name": "mixedbread-ai/mxbai-embed-large-v1", "0_prompt": "What's the purpose of `if __name__ == '__main__'`?", "0_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "0_corpus": "stackexchange", "1_conv_id": "b8e6e6da4fe04b8099786c2bb56904ec", "1_model_name": "BM25", "1_prompt": "What's the purpose of `if __name__ == '__main__'`?", "1_output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "1_corpus": "stackexchange"}
data/retrieval_individual-8d38bb89-1e1a-471a-8b9e-35c1f784690e.jsonl CHANGED
@@ -280,3 +280,23 @@
280
  {"tstamp": 1722376458.3441, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722376458.1915, "finish": 1722376458.3441, "ip": "", "conv_id": "6bf71c0b3e824c80b9664479531577c5", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "corpus": "wikipedia"}
281
  {"tstamp": 1722376468.0476, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722376467.9117, "finish": 1722376468.0476, "ip": "", "conv_id": "e1b3df376a404d4aa80430ef73cc4996", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "corpus": "wikipedia"}
282
  {"tstamp": 1722376468.0476, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722376467.9117, "finish": 1722376468.0476, "ip": "", "conv_id": "894fded54c5d4565a77a64a5c139d079", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nZimbabwe (; ), officially the Republic of Zimbabwe, is a landlocked country in Southern Africa, between the Zambezi and Limpopo Rivers, bordered by South Africa to the south, Botswana to the southwest, Zambia to the north, and Mozambique to the east. The capital and largest city is Harare, and the second largest is Bulawayo.\nA country of roughly 15 million people as per 2022 census, Zimbabwe's largest ethnic group are the Shona, who make up 80% of the population, followed by the Northern Ndebele and other smaller minorities. Zimbabwe has 16 official languages, with English, Shona, and Ndebele the most common. Zimbabwe is a member of the United Nations, the Southern African Development Community, the African Union, and the Common Market for Eastern and Southern Africa."]], "corpus": "wikipedia"}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
280
  {"tstamp": 1722376458.3441, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722376458.1915, "finish": 1722376458.3441, "ip": "", "conv_id": "6bf71c0b3e824c80b9664479531577c5", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "corpus": "wikipedia"}
281
  {"tstamp": 1722376468.0476, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722376467.9117, "finish": 1722376468.0476, "ip": "", "conv_id": "e1b3df376a404d4aa80430ef73cc4996", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Harare\n\nHarare ( ), formerly known as Salisbury ( ), is the capital and largest city of Zimbabwe. The city proper has an area of , a population of 1,849,600 as of the 2022 census and an estimated 2,487,209 people in its metropolitan province. The city is situated in north-eastern Zimbabwe in the country's Mashonaland region. Harare is a metropolitan province which also incorporates the municipalities of Chitungwiza and Epworth. The city sits on a plateau at an elevation of above sea level, and its climate falls into the subtropical highland category."]], "corpus": "wikipedia"}
282
  {"tstamp": 1722376468.0476, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722376467.9117, "finish": 1722376468.0476, "ip": "", "conv_id": "894fded54c5d4565a77a64a5c139d079", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "What is the capital of zimbabwe?", "output": [["What is the capital of zimbabwe?", "Zimbabwe\n\nZimbabwe (; ), officially the Republic of Zimbabwe, is a landlocked country in Southern Africa, between the Zambezi and Limpopo Rivers, bordered by South Africa to the south, Botswana to the southwest, Zambia to the north, and Mozambique to the east. The capital and largest city is Harare, and the second largest is Bulawayo.\nA country of roughly 15 million people as per 2022 census, Zimbabwe's largest ethnic group are the Shona, who make up 80% of the population, followed by the Northern Ndebele and other smaller minorities. Zimbabwe has 16 official languages, with English, Shona, and Ndebele the most common. Zimbabwe is a member of the United Nations, the Southern African Development Community, the African Union, and the Common Market for Eastern and Southern Africa."]], "corpus": "wikipedia"}
283
+ {"tstamp": 1722376808.3627, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722376806.1847, "finish": 1722376808.3627, "ip": "", "conv_id": "107b327c4df74d93ad32541289849cf8", "model_name": "BM25", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "corpus": "stackexchange"}
284
+ {"tstamp": 1722376808.3627, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722376806.1847, "finish": 1722376808.3627, "ip": "", "conv_id": "bac17b646b44434d8c8224a47caf5180", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "corpus": "stackexchange"}
285
+ {"tstamp": 1722376854.369, "task_type": "retrieval", "type": "chat", "model": "sentence-transformers/all-MiniLM-L6-v2", "gen_params": {}, "start": 1722376852.2187, "finish": 1722376854.369, "ip": "", "conv_id": "4a0e35d6d7554939a22f77631664af60", "model_name": "sentence-transformers/all-MiniLM-L6-v2", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "corpus": "stackexchange"}
286
+ {"tstamp": 1722376854.369, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722376852.2187, "finish": 1722376854.369, "ip": "", "conv_id": "cf16cf5192b248c1892d116fc3cd1bcc", "model_name": "BM25", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "corpus": "stackexchange"}
287
+ {"tstamp": 1722376867.81, "task_type": "retrieval", "type": "chat", "model": "GritLM/GritLM-7B", "gen_params": {}, "start": 1722376867.6008, "finish": 1722376867.81, "ip": "", "conv_id": "2aafe90a91cd4d97b237af09d6db99fe", "model_name": "GritLM/GritLM-7B", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What does `if name == \"__main__\"` mean in Python? \nPossible Duplicate:\nWhat does <if name==“main”:> do? \n\nI have wrote scripts in Python for quite a while now and I study more of Python as I need it. When reading other people's code I meet if name == \"__main__\": construct quite often. \nWhat is it good for?\n\nA: Basically, \nThere's a distinction between the \"main\" script file and external files which were imported or referenced in another way. If the script is the \"main\" script then the special variable __name__ will equal \"__main__\".\nYou can use this to protect the \"execution\" code from the classes and variables the script has. This enables you to import a script and use classes and variables without actually running that script's main code if it has any.\nSee also: What does if name == “main”: do?\n"]], "corpus": "stackexchange"}
288
+ {"tstamp": 1722376867.81, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722376867.6008, "finish": 1722376867.81, "ip": "", "conv_id": "f7c0da3f170f4683a6217b195cfe5e92", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "corpus": "stackexchange"}
289
+ {"tstamp": 1722376894.2529, "task_type": "retrieval", "type": "chat", "model": "intfloat/multilingual-e5-large-instruct", "gen_params": {}, "start": 1722376894.1111, "finish": 1722376894.2529, "ip": "", "conv_id": "e162c0b422264673928c14495fe1a84f", "model_name": "intfloat/multilingual-e5-large-instruct", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What's the point of a main function and/or __name__ == \"__main__\" check in Python? I occasionally notice something like the following in Python scripts:\nif __name__ == \"__main__\":\n # do stuff like call main()\n\nWhat's the point of this?\n\nA: This allows a python script to be imported or run standalone is a sane way.\nIf you run a python file directly, the __name__ variable will contain __main__. If you import the script that will not be the case. Normally, if you import the script you want to call functions or reference classes from the file.\nIf you did not have this check, any code that was not in a class or function would run when you import.\n"]], "corpus": "stackexchange"}
290
+ {"tstamp": 1722376894.2529, "task_type": "retrieval", "type": "chat", "model": "sentence-transformers/all-MiniLM-L6-v2", "gen_params": {}, "start": 1722376894.1111, "finish": 1722376894.2529, "ip": "", "conv_id": "07706271ad284a1da677246e9d609647", "model_name": "sentence-transformers/all-MiniLM-L6-v2", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "corpus": "stackexchange"}
291
+ {"tstamp": 1722376907.7303, "task_type": "retrieval", "type": "chat", "model": "sentence-transformers/all-MiniLM-L6-v2", "gen_params": {}, "start": 1722376907.5932, "finish": 1722376907.7303, "ip": "", "conv_id": "917c2fc44ca747a1b9bcb6be4a733b23", "model_name": "sentence-transformers/all-MiniLM-L6-v2", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "corpus": "stackexchange"}
292
+ {"tstamp": 1722376907.7303, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722376907.5932, "finish": 1722376907.7303, "ip": "", "conv_id": "908b6c7b79db464c9b56a3060ebd88f6", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "corpus": "stackexchange"}
293
+ {"tstamp": 1722376944.0123, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722376943.8745, "finish": 1722376944.0123, "ip": "", "conv_id": "bbf4c16816c745a1958d8f2677fb8d15", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "corpus": "stackexchange"}
294
+ {"tstamp": 1722376944.0123, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722376943.8745, "finish": 1722376944.0123, "ip": "", "conv_id": "5678ed18dbe24ccfa2041593c0475e4a", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "corpus": "stackexchange"}
295
+ {"tstamp": 1722376956.4784, "task_type": "retrieval", "type": "chat", "model": "jinaai/jina-embeddings-v2-base-en", "gen_params": {}, "start": 1722376956.3503, "finish": 1722376956.4784, "ip": "", "conv_id": "a33c52a0d8eb4a13b2994f3fb900d303", "model_name": "jinaai/jina-embeddings-v2-base-en", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: html dangerous tags to avoid while developing a chat application I am developing a chat application using PHP and jQuery... all messages sent by the chat pair are appended to a <div>. While doing this, I found that tags such as <script> can be entered by users. What tags should I avoid while appending the user's message?\n\nA: Avoid tags that will inject content into the page:\n\n\n*\n\n*applet\n\n*script\n\n*style\n\n*link\n\n*iframe\n\n\nOther tags may be necessary to remove, as well. Maybe you don't want to embed images. These are things that you will need to determine. At the bare minimum, allow <p> and <br />.\n"]], "corpus": "stackexchange"}
296
+ {"tstamp": 1722376956.4784, "task_type": "retrieval", "type": "chat", "model": "nomic-ai/nomic-embed-text-v1.5", "gen_params": {}, "start": 1722376956.3503, "finish": 1722376956.4784, "ip": "", "conv_id": "7c16662270ba4b2bb5c2bb175f3f7e22", "model_name": "nomic-ai/nomic-embed-text-v1.5", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the difference between Freidman mse and mse? I'm looking into a GradientBoostingClassifier in sklearn. Then, I found there are 3 kind of criterion. Friedman mse, mse, mae.\nthe descriptions provided by sklearn are:\n\nThe function to measure the quality of a split. Supported criteria are “friedman_mse” for the mean squared error with improvement score by Friedman, “mse” for mean squared error, and “mae” for the mean absolute error. The default value of “friedman_mse” is generally the best as it can provide a better approximation in some cases.\n\nI can't understand what is different?\nWho's gonna let me know?\nthanks!\n\nA: I've provided a full answer in this link due to the convenience of writing TeX. However, it resumes in the fact that this splitting criterion allow us to take the decision not only on how close we're to the desired outcome (which is what MSE does), but also based on the probabilities of the desired k-class that we're going to find in the region l or in the region r (by considering a global weight w1*w2 / (w1 + w2)). I strongly recommend you to check the above link for a full explanation. \n"]], "corpus": "stackexchange"}
297
+ {"tstamp": 1722376968.5743, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722376968.4261, "finish": 1722376968.5743, "ip": "", "conv_id": "da0075c1961e4b8ebf9ae2ddb477945b", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "corpus": "stackexchange"}
298
+ {"tstamp": 1722376968.5743, "task_type": "retrieval", "type": "chat", "model": "BAAI/bge-large-en-v1.5", "gen_params": {}, "start": 1722376968.4261, "finish": 1722376968.5743, "ip": "", "conv_id": "c8fcde1158a34159a47f96dd0d875975", "model_name": "BAAI/bge-large-en-v1.5", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "corpus": "stackexchange"}
299
+ {"tstamp": 1722376995.1922, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722376995.0811, "finish": 1722376995.1922, "ip": "", "conv_id": "0c814fff63a84fb3a1c44e294e648120", "model_name": "BM25", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "corpus": "stackexchange"}
300
+ {"tstamp": 1722376995.1922, "task_type": "retrieval", "type": "chat", "model": "sentence-transformers/all-MiniLM-L6-v2", "gen_params": {}, "start": 1722376995.0811, "finish": 1722376995.1922, "ip": "", "conv_id": "5b826b21685643b8ae5929f7901487e6", "model_name": "sentence-transformers/all-MiniLM-L6-v2", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Reading h264 stream in Python I am trying to read a video stream from a Parrot Bebop 2 drone. \nThe video stream is written as \"socket\" to a file as H264 stream.\n$ ffmpeg -i [STREAM]\nInput #0, h264, from 'stream_h264':\n Duration: N/A, bitrate: N/A\n Stream #0:0: Video: h264 (Constrained Baseline), 1 reference frame, yuv420p(progressive, left), 1280x720, 23.98 fps, 23.98 tbr, 1200k tbn, 47.95 tbc\n\nReading the video stream in MPlayer is not a problem using the parameters below. Playing it using VLC or ffmpeg should also not be too hard. For MPlayer the following works:\nmplayer -fs -demuxer h264es -benchmark stream_h264\n\nThis plays the stream in high-res. However my goal is to perform image processing on the frames using Python (mostly OpenCV). Therefore, I would like to read the frames into NumPy arrays. I have already considered using cv2.VideoCapture but this does not seem to work for my stream. Other (somewhat easy) to use options I am not aware of, therefore my question is whether someone recommend me how to read the video frames in Python? \nAll recommendations are more than welcome!\n"]], "corpus": "stackexchange"}
301
+ {"tstamp": 1722377006.9261, "task_type": "retrieval", "type": "chat", "model": "mixedbread-ai/mxbai-embed-large-v1", "gen_params": {}, "start": 1722377006.8552, "finish": 1722377006.9261, "ip": "", "conv_id": "b2c3c98e7b134fd0a6a35908ff74cead", "model_name": "mixedbread-ai/mxbai-embed-large-v1", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: Why does it do this ? if - __name__ == '__main__' \nDuplicate of:\nWhat does if __name__== \"__main__\" do? \n\nConsider this code:\nif __name__ == '__main__':\n import pdb\n pdb.run(\"interact()\\n\")\n\nWhat does the following line mean?\nif(__name__=='__main__')\n\nI fainted.\n\nA: That is a check to see if you are directly running the script or if it is included in a library.\nWhen you run a python script like this:\npython myScript.py\n\nIt sends a parameter, telling you to run the programs first method, which is widely called \"main\", so when __name__ is __main__ you know that the program was executed from a command line or double clicked.\n"]], "corpus": "stackexchange"}
302
+ {"tstamp": 1722377006.9261, "task_type": "retrieval", "type": "chat", "model": "BM25", "gen_params": {}, "start": 1722377006.8552, "finish": 1722377006.9261, "ip": "", "conv_id": "b8e6e6da4fe04b8099786c2bb56904ec", "model_name": "BM25", "prompt": "What's the purpose of `if __name__ == '__main__'`?", "output": [["What's the purpose of `if __name__ == '__main__'`?", "Stackoverflow Stackexchange\n\nQ: What is the purpose of __name__? What does __name__ do? I have only seen it paired with __main__ and nothing else.\nI know that the classic if __name__ == __main__: defines the behavior when acting as a package vs running as stand-alone.\nHowever what other usages are there for __name__?\n\nA: __name__ is \"__main__\" if you're executing the script directly. If you're importing a module, __name__ is the name of the module.\nfoo.py:\nprint(__name__)\n\nbar.py \nimport foo\n\nRun the scripts:\n$ python foo.py\n__main__\n$ python bar.py \nfoo\n\n"]], "corpus": "stackexchange"}